Sergios Theodoridis: 9 books

Book cover of Pattern Recognition
by Sergios Theodoridis, Konstantinos Koutroumbas, Konstantinos Koutroumbas
Language: English
Release Date: November 26, 2008

This book considers classical and current theory and practice, of supervised, unsupervised and semi-supervised pattern recognition, to build a complete background for professionals and students of engineering. The authors, leading experts in the field of pattern recognition, have provided an up-to-date,...
Book cover of Academic Press Library in Signal Processing

Academic Press Library in Signal Processing

Array and Statistical Signal Processing

by Sergios Theodoridis, Rama Chellappa
Language: English
Release Date: August 31, 2013

This third volume, edited and authored by world leading experts, gives a review of the principles, methods and techniques of important and emerging research topics and technologies in array and statistical signal processing. With this reference source you will: Quickly grasp a new...
Book cover of Academic Press Library in Signal Processing

Academic Press Library in Signal Processing

Signal Processing Theory and Machine Learning

by Sergios Theodoridis, Rama Chellappa
Language: English
Release Date: September 21, 2013

This first volume, edited and authored by world leading experts, gives a review of the principles, methods and techniques of important and emerging research topics and technologies in machine learning and advanced signal processing theory. With this reference source you will: Quickly...
Book cover of Academic Press Library in Signal Processing

Academic Press Library in Signal Processing

Communications and Radar Signal Processing

by Sergios Theodoridis, Rama Chellappa
Language: English
Release Date: September 10, 2013

This second volume, edited and authored by world leading experts, gives a review of the principles, methods and techniques of important and emerging research topics and technologies in communications and radar engineering. With this reference source you will: Quickly grasp a new area...
Book cover of Academic Press Library in Signal Processing, Volume 6

Academic Press Library in Signal Processing, Volume 6

Image and Video Processing and Analysis and Computer Vision

by Rama Chellappa, Sergios Theodoridis
Language: English
Release Date: November 28, 2017

Academic Press Library in Signal Processing, Volume 6: Image and Video Processing and Analysis and Computer Vision is aimed at university researchers, post graduate students and R&D engineers in the industry, providing a tutorial-based, comprehensive review of key topics and technologies of research...
Book cover of Academic Press Library in Signal Processing

Academic Press Library in Signal Processing

Image and Video Compression and Multimedia

by Sergios Theodoridis, Rama Chellappa
Language: English
Release Date: June 12, 2014

This fifth volume, edited and authored by world leading experts, gives a review of the principles, methods and techniques of important and emerging research topics and technologies in image and video compression and multimedia. With this reference source you will: Quickly grasp a new...
Book cover of Academic Press Library in Signal Processing

Academic Press Library in Signal Processing

Image, Video Processing and Analysis, Hardware, Audio, Acoustic and Speech Processing

by Sergios Theodoridis, Rama Chellappa
Language: English
Release Date: September 14, 2013

This fourth volume, edited and authored by world leading experts, gives a review of the principles, methods and techniques of important and emerging research topics and technologies in Image, Video Processing and Analysis, Hardware, Audio, Acoustic and Speech Processing. With this reference...
Book cover of Academic Press Library in Signal Processing, Volume 7

Academic Press Library in Signal Processing, Volume 7

Array, Radar and Communications Engineering

by Rama Chellappa, Sergios Theodoridis
Language: English
Release Date: December 1, 2017

Academic Press Library in Signal Processing, Volume 7: Array, Radar and Communications Engineering is aimed at university researchers, post graduate students and R&D engineers in the industry, providing a tutorial-based, comprehensive review of key topics and technologies of research in Array...
Book cover of Machine Learning

Machine Learning

A Bayesian and Optimization Perspective

by Sergios Theodoridis
Language: English
Release Date: April 2, 2015

This tutorial text gives a unifying perspective on machine learning by covering both probabilistic and deterministic approaches -which are based on optimization techniques – together with the Bayesian inference approach, whose essence lies in the use of a hierarchy of probabilistic models. The...
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